Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006463

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.043

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920002852

distance 0.043 · cross-district

#2 · Kolhapurcell 4800006461

distance 0.044

#3 · Kolhapurcell 4800006442

distance 0.077

#4 · Kolhapurcell 4800006476

distance 0.082

#5 · Kolhapurcell 4800006462

distance 0.083

#6 · Kolhapurcell 4800006443

distance 0.087

#7 · Ratnagiricell 4920002985

distance 0.088 · cross-district

#8 · Ratnagiricell 4920003078

distance 0.095 · cross-district

#9 · Sanglicell 4930005167

distance 0.095 · cross-district

#10 · Kolhapurcell 4800006464

distance 0.097

#11 · Kolhapurcell 4800006477

distance 0.098

#12 · Sataracell 4940000505

distance 0.104 · cross-district

#13 · Sataracell 4940000730

distance 0.106 · cross-district

#14 · Sataracell 4940000562

distance 0.109 · cross-district

#15 · Sataracell 4940000787

distance 0.109 · cross-district

#16 · Sataracell 4940000558

distance 0.11 · cross-district

#17 · Sataracell 4940000446

distance 0.112 · cross-district

#18 · Sanglicell 4930005043

distance 0.112 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800006463}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.